المؤلفون: Marika Premoli (10004632), Daniele Baggi (10004635), Marco Bianchetti (10004638), Alessandro Gnutti (10004641), Marco Bondaschi (10004644), Andrea Mastinu (10004647), Pierangelo Migliorati (10004650), Alberto Signoroni (10004653), Riccardo Leonardi (10004656), Maurizio Memo (336010), Sara Anna Bonini (10004659)

مصطلحات موضوعية: Cell Biology, Space Science, Biological Sciences not elsewhere classified, Information Systems not elsewhere classified, mice vocalizations, Avisoft software, murine models, classification task, Convolutional Neural Network, Support Vector Machine, Multilayer Perceptrons, well-recognized tool, animal communication, USVs classification, research field, ultrasound frequencies, spectrogram images, future work, 10 representative classes, Automatic classification, Random Forest, Machine Learning techniques, performance, Convolutional Neural Networks Ultra., analysis

Relation: https://figshare.com/articles/figure/Examples_of_USVs_categories_emitted_by_mice_/13608742

الاتاحة: https://doi.org/10.1371/journal.pone.0244636.g001

المؤلفون: Marika Premoli (10004632), Daniele Baggi (10004635), Marco Bianchetti (10004638), Alessandro Gnutti (10004641), Marco Bondaschi (10004644), Andrea Mastinu (10004647), Pierangelo Migliorati (10004650), Alberto Signoroni (10004653), Riccardo Leonardi (10004656), Maurizio Memo (336010), Sara Anna Bonini (10004659)

مصطلحات موضوعية: Cell Biology, Space Science, Biological Sciences not elsewhere classified, Information Systems not elsewhere classified, mice vocalizations, Avisoft software, murine models, classification task, Convolutional Neural Network, Support Vector Machine, Multilayer Perceptrons, well-recognized tool, animal communication, USVs classification, research field, ultrasound frequencies, spectrogram images, future work, 10 representative classes, Automatic classification, Random Forest, Machine Learning techniques, performance, Convolutional Neural Networks Ultra., analysis

Relation: https://figshare.com/articles/figure/Scheme_of_the_proposed_CNN_architecture_/13608745

الاتاحة: https://doi.org/10.1371/journal.pone.0244636.g002

المؤلفون: Marika Premoli (10004632), Daniele Baggi (10004635), Marco Bianchetti (10004638), Alessandro Gnutti (10004641), Marco Bondaschi (10004644), Andrea Mastinu (10004647), Pierangelo Migliorati (10004650), Alberto Signoroni (10004653), Riccardo Leonardi (10004656), Maurizio Memo (336010), Sara Anna Bonini (10004659)

مصطلحات موضوعية: Cell Biology, Space Science, Biological Sciences not elsewhere classified, Information Systems not elsewhere classified, mice vocalizations, Avisoft software, murine models, classification task, Convolutional Neural Network, Support Vector Machine, Multilayer Perceptrons, well-recognized tool, animal communication, USVs classification, research field, ultrasound frequencies, spectrogram images, future work, 10 representative classes, Automatic classification, Random Forest, Machine Learning techniques, performance, Convolutional Neural Networks Ultra., analysis

Relation: https://figshare.com/articles/figure/Confusion_matrices_related_to_the_classification_results_obtained_testing_the_proposed_CNN_for_the_three_datasets_/13608751

الاتاحة: https://doi.org/10.1371/journal.pone.0244636.g004

المؤلفون: Marika Premoli (10004632), Daniele Baggi (10004635), Marco Bianchetti (10004638), Alessandro Gnutti (10004641), Marco Bondaschi (10004644), Andrea Mastinu (10004647), Pierangelo Migliorati (10004650), Alberto Signoroni (10004653), Riccardo Leonardi (10004656), Maurizio Memo (336010), Sara Anna Bonini (10004659)

مصطلحات موضوعية: Cell Biology, Space Science, Biological Sciences not elsewhere classified, Information Systems not elsewhere classified, mice vocalizations, Avisoft software, murine models, classification task, Convolutional Neural Network, Support Vector Machine, Multilayer Perceptrons, well-recognized tool, animal communication, USVs classification, research field, ultrasound frequencies, spectrogram images, future work, 10 representative classes, Automatic classification, Random Forest, Machine Learning techniques, performance, Convolutional Neural Networks Ultra., analysis

Relation: https://figshare.com/articles/dataset/Test_set_classification_results_of_CNN_architecture_considering_the_entire_dataset_and_the_two_genotype-based_datasets_evaluated_in_terms_of_precision_recall_and_accuracy_values_using_9_classes_of_calls_/13608763

الاتاحة: https://doi.org/10.1371/journal.pone.0244636.t003

المؤلفون: Marika Premoli (10004632), Daniele Baggi (10004635), Marco Bianchetti (10004638), Alessandro Gnutti (10004641), Marco Bondaschi (10004644), Andrea Mastinu (10004647), Pierangelo Migliorati (10004650), Alberto Signoroni (10004653), Riccardo Leonardi (10004656), Maurizio Memo (336010), Sara Anna Bonini (10004659)

مصطلحات موضوعية: Cell Biology, Space Science, Biological Sciences not elsewhere classified, Information Systems not elsewhere classified, mice vocalizations, Avisoft software, murine models, classification task, Convolutional Neural Network, Support Vector Machine, Multilayer Perceptrons, well-recognized tool, animal communication, USVs classification, research field, ultrasound frequencies, spectrogram images, future work, 10 representative classes, Automatic classification, Random Forest, Machine Learning techniques, performance, Convolutional Neural Networks Ultra., analysis

Relation: https://figshare.com/articles/dataset/Test_set_classification_results_of_CNN_architecture_considering_the_entire_dataset_and_the_two_genotype-based_datasets_evaluated_in_terms_of_precision_recall_and_accuracy_values_/13608757

الاتاحة: https://doi.org/10.1371/journal.pone.0244636.t001

المؤلفون: Marika Premoli (10004632), Daniele Baggi (10004635), Marco Bianchetti (10004638), Alessandro Gnutti (10004641), Marco Bondaschi (10004644), Andrea Mastinu (10004647), Pierangelo Migliorati (10004650), Alberto Signoroni (10004653), Riccardo Leonardi (10004656), Maurizio Memo (336010), Sara Anna Bonini (10004659)

مصطلحات موضوعية: Cell Biology, Space Science, Biological Sciences not elsewhere classified, Information Systems not elsewhere classified, mice vocalizations, Avisoft software, murine models, classification task, Convolutional Neural Network, Support Vector Machine, Multilayer Perceptrons, well-recognized tool, animal communication, USVs classification, research field, ultrasound frequencies, spectrogram images, future work, 10 representative classes, Automatic classification, Random Forest, Machine Learning techniques, performance, Convolutional Neural Networks Ultra., analysis

Relation: https://figshare.com/articles/figure/Confusion_matrices_related_to_the_9-categories_classification_results_obtained_testing_the_proposed_CNN_for_the_three_datasets_/13608754

الاتاحة: https://doi.org/10.1371/journal.pone.0244636.g005

المؤلفون: Marika Premoli (10004632), Daniele Baggi (10004635), Marco Bianchetti (10004638), Alessandro Gnutti (10004641), Marco Bondaschi (10004644), Andrea Mastinu (10004647), Pierangelo Migliorati (10004650), Alberto Signoroni (10004653), Riccardo Leonardi (10004656), Maurizio Memo (336010), Sara Anna Bonini (10004659)

مصطلحات موضوعية: Cell Biology, Space Science, Biological Sciences not elsewhere classified, Information Systems not elsewhere classified, mice vocalizations, Avisoft software, murine models, classification task, Convolutional Neural Network, Support Vector Machine, Multilayer Perceptrons, well-recognized tool, animal communication, USVs classification, research field, ultrasound frequencies, spectrogram images, future work, 10 representative classes, Automatic classification, Random Forest, Machine Learning techniques, performance, Convolutional Neural Networks Ultra., analysis

Relation: https://figshare.com/articles/dataset/Summarization_of_the_test_set_classification_results_for_the_standard_features-based_algorithms_considering_the_entire_dataset_evaluated_in_terms_of_precision_recall_and_accuracy_values_/13608760

الاتاحة: https://doi.org/10.1371/journal.pone.0244636.t002

المؤلفون: Marika Premoli (10004632), Daniele Baggi (10004635), Marco Bianchetti (10004638), Alessandro Gnutti (10004641), Marco Bondaschi (10004644), Andrea Mastinu (10004647), Pierangelo Migliorati (10004650), Alberto Signoroni (10004653), Riccardo Leonardi (10004656), Maurizio Memo (336010), Sara Anna Bonini (10004659)

مصطلحات موضوعية: Cell Biology, Space Science, Biological Sciences not elsewhere classified, Information Systems not elsewhere classified, mice vocalizations, Avisoft software, murine models, classification task, Convolutional Neural Network, Support Vector Machine, Multilayer Perceptrons, well-recognized tool, animal communication, USVs classification, research field, ultrasound frequencies, spectrogram images, future work, 10 representative classes, Automatic classification, Random Forest, Machine Learning techniques, performance, Convolutional Neural Networks Ultra., analysis

Relation: https://figshare.com/articles/figure/Scheme_of_the_proposed_CNN_architecture_/13608748

الاتاحة: https://doi.org/10.1371/journal.pone.0244636.g003